blueprint-examples
prefect-deployment-patterns
blueprint-examples | prefect-deployment-patterns | |
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1 | 1 | |
27 | 93 | |
- | - | |
7.4 | 0.0 | |
4 months ago | over 1 year ago | |
Python | Python | |
- | Apache License 2.0 |
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blueprint-examples
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run-exec ansible scripts after provisioning of all
Note specifically the following snippet from the aws.yaml file.
prefect-deployment-patterns
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[D] Should I go with Prefect, Argo or Flyte for Model Training and ML workflow orchestration?
Have you used infrastructure blocks in Prefect? You could easily build a block for Sagemaker deploying infrastructure for the flow running with GPUs, then run other flow in a local process, yet another one as Kubernetes job, Docker container, ECS task, AWS batch, etc. Super easy to set up, even from the UI or from CI/CD. There are a bunch of templates and examples here: https://github.com/anna-geller/prefect-deployment-patterns
What are some alternatives?
blog_flask - A blog created using python flask and bootstrap
Taipy - Turns Data and AI algorithms into production-ready web applications in no time.
dagster - An orchestration platform for the development, production, and observation of data assets.
Udacity-Data-Engineering-Projects - Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.
box - box is a text-based visual programming language inspired by Unreal Engine Blueprint function graphs.
buildflow - BuildFlow, is an open source framework for building large scale systems using Python. All you need to do is describe where your input is coming from and where your output should be written, and BuildFlow handles the rest. No configuration outside of the code is required.